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Statistical disclosure control for microdata : methods and applications in R Matthias Templ

By: Material type: TextTextPublication details: Cham, Switzerland : Springer, c2017.Description: xix, 287 p. : ill. ; 25 cmISBN:
  • 9783319502700
Subject(s): DDC classification:
  • 519.5 TE ST
Online resources: Summary: This book on statistical disclosure control presents the theory, applications and software implementation of the traditional approach to (micro)data anonymization, including data perturbation methods, disclosure risk, data utility, information loss and methods for simulating synthetic data. Introducing readers to the R packages sdcMicro and simPop, the book also features numerous examples and exercises with solutions, as well as case studies with real-world data, accompanied by the underlying R code to allow readers to reproduce all results.
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Item type Current library Call number Status Date due Barcode
REGULAR University of Wollongong in Dubai Main Collection 519.5 TE ST (Browse shelf(Opens below)) Available T0056683

This book on statistical disclosure control presents the theory, applications and software implementation of the traditional approach to (micro)data anonymization, including data perturbation methods, disclosure risk, data utility, information loss and methods for simulating synthetic data. Introducing readers to the R packages sdcMicro and simPop, the book also features numerous examples and exercises with solutions, as well as case studies with real-world data, accompanied by the underlying R code to allow readers to reproduce all results.

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